{"product_id":"data-science-for-genomics-amit-kumar-tyagi-9780323983525","title":"Data Science for Genomics","description":"\u003cp\u003e\u003ci\u003eData Science for Genomics\u003c\/i\u003e presents the foundational concepts of data science as they pertain to genomics, encompassing the process of inspecting, cleaning, transforming, and modeling data with the goal of discovering useful information, suggesting conclusions and supporting decision-making. Sections cover Data Science, Machine Learning, Deep Learning, data analysis, and visualization techniques. The authors then present the fundamentals of Genomics, Genetics, Transcriptomes and Proteomes as basic concepts of molecular biology, along with DNA and key features of the human genome, as well as the genomes of eukaryotes and prokaryotes. \u003c\/p\u003e \u003cp\u003eTechniques that are more specifically used for studying genomes are then described in the order in which they are used in a genome project, including methods for constructing genetic and physical maps. DNA sequencing methodology and the strategies used to assemble a contiguous genome sequence and methods for identifying genes in a genome sequence and determining the functions of those genes in the cell. Readers will learn how the information contained in the genome is released and made available to the cell, as well as methods centered on cloning and PCR.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Amit Kumar Tyagi\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0323983529\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780323983525\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Academic Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/02\/2022\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 312\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.61lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 11.00h x 8.50w x 0.66d","brand":"Amit Kumar Tyagi","offers":[{"title":"Paperback","offer_id":47930656424191,"sku":"9780323983525","price":170.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_9f5a0cdb-3b99-4a4a-bf74-871fb7817d9f.jpg?v=1766343354","url":"https:\/\/www.whiterainbookhouse.com\/products\/data-science-for-genomics-amit-kumar-tyagi-9780323983525","provider":"WR Book House","version":"1.0","type":"link"}